DocumentCode
2326594
Title
A power flow method suitable for solving OPF problems using genetic algorithms
Author
Todorovski, Mirko ; RajiCiC, Dragoslav
Author_Institution
Energy, Informatics & Mater. Res. Center, Macedonian Acad. of Sci. & Arts, Skopje, Macedonia
Volume
2
fYear
2003
fDate
22-24 Sept. 2003
Firstpage
215
Abstract
This paper presents a new power flow method tailored for genetic algorithms application in solving optimal power flow problems. Generating units, the only controllable elements for which four variables are associated, were given special attention, since they influence to great extent both speed and robustness of any power flow method. In this paper, the standard procedure in which one sets the generator-bus active power output and voltage magnitude has been replaced by an innovative approach where generator-bus voltage magnitude and voltage angle are scheduled. The method relies on the bus admittance matrix, which due to applied bus ordering in layers has block tridiagonal sparse structure. A new technique for Gaussian elimination and back-substitution for such matrices has been developed. The results from five test systems have shown superiority in both time and robustness of the proposed method over the well-known fast decoupled power flow method.
Keywords
electric admittance; genetic algorithms; mathematical programming; matrix algebra; power distribution; Gaussian elimination; back-substitution; block tridiagonal sparse structure; bus admittance matrix; bus ordering; generator-bus active power output; generator-bus modeling; generator-bus voltage magnitude; genetic algorithms; genetic algorithms application; load flow analysis; network layers; optimal power flow problems; power flow method; robustness; sparce matrices; speed; voltage angle; voltage magnitude; Admittance; Art; Genetic algorithms; Load flow; Mathematical programming; Power generation; Power system management; Power system planning; Sparse matrices; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
EUROCON 2003. Computer as a Tool. The IEEE Region 8
Print_ISBN
0-7803-7763-X
Type
conf
DOI
10.1109/EURCON.2003.1248186
Filename
1248186
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